Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 254 |
| Missing cells | 708 |
| Missing cells (%) | 7.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 369.9 KiB |
| Average record size in memory | 1.5 KiB |
Variable types
| Categorical | 27 |
|---|---|
| DateTime | 3 |
| Numeric | 8 |
| Unsupported | 2 |
TP_NOT has constant value "2" | Constant |
ID_AGRAVO has constant value "B54" | Constant |
NU_ANO has constant value "2017" | Constant |
SG_UF has constant value "33" | Constant |
ID_RG_RESI has constant value "" | Constant |
ID_PAIS has constant value "1" | Constant |
DEXAME has a high cardinality: 153 distinct values | High cardinality |
SG_UF_NOT is highly correlated with ID_MUNICIP | High correlation |
ID_MUNICIP is highly correlated with SG_UF_NOT | High correlation |
SEM_PRI is highly correlated with NU_IDADE_N | High correlation |
NU_IDADE_N is highly correlated with SEM_PRI | High correlation |
SEM_NOT is highly correlated with SEM_PRI | High correlation |
SEM_PRI is highly correlated with SEM_NOT | High correlation |
SEM_NOT is highly correlated with SEM_PRI | High correlation |
SEM_PRI is highly correlated with SEM_NOT | High correlation |
COUFINF is highly correlated with CS_RACA and 9 other fields | High correlation |
PMM is highly correlated with AT_SINTOMA and 4 other fields | High correlation |
CS_RACA is highly correlated with COUFINF and 6 other fields | High correlation |
RESULT is highly correlated with COUFINF and 11 other fields | High correlation |
AT_SINTOMA is highly correlated with PMM and 4 other fields | High correlation |
ID_REGIONA is highly correlated with SG_UF_NOT and 2 other fields | High correlation |
SG_UF_NOT is highly correlated with ID_REGIONA and 2 other fields | High correlation |
SEM_NOT is highly correlated with CS_RACA and 1 other fields | High correlation |
DTRATA is highly correlated with COUFINF and 14 other fields | High correlation |
AT_LAMINA is highly correlated with RESULT and 3 other fields | High correlation |
CS_ESCOL_N is highly correlated with CS_RACA and 5 other fields | High correlation |
ID_MUNICIP is highly correlated with ID_REGIONA and 2 other fields | High correlation |
ID_OCUPA_N is highly correlated with ID_REGIONA and 6 other fields | High correlation |
NU_IDADE_N is highly correlated with DTRATA and 3 other fields | High correlation |
COMUNINF is highly correlated with COUFINF and 10 other fields | High correlation |
CLASSI_FIN is highly correlated with COUFINF and 10 other fields | High correlation |
LOC_INF is highly correlated with COUFINF and 11 other fields | High correlation |
COPAISINF is highly correlated with PMM and 7 other fields | High correlation |
DSTRAESQUE is highly correlated with COUFINF and 7 other fields | High correlation |
TPAUTOCTO is highly correlated with COUFINF and 8 other fields | High correlation |
CS_GESTANT is highly correlated with CS_SEXO | High correlation |
TRA_ESQUEM is highly correlated with COUFINF and 10 other fields | High correlation |
AT_ATIVIDA is highly correlated with RESULT and 9 other fields | High correlation |
CS_SEXO is highly correlated with CS_GESTANT | High correlation |
PCRUZ is highly correlated with COUFINF and 10 other fields | High correlation |
ID_MN_RESI is highly correlated with PMM and 4 other fields | High correlation |
COUFINF is highly correlated with DTRATA and 9 other fields | High correlation |
ID_REGIONA is highly correlated with ID_PAIS and 6 other fields | High correlation |
DTRATA is highly correlated with COUFINF and 14 other fields | High correlation |
CS_ESCOL_N is highly correlated with ID_PAIS and 5 other fields | High correlation |
ID_OCUPA_N is highly correlated with ID_PAIS and 5 other fields | High correlation |
DSTRAESQUE is highly correlated with DTRATA and 6 other fields | High correlation |
ID_PAIS is highly correlated with COUFINF and 24 other fields | High correlation |
NU_ANO is highly correlated with COUFINF and 24 other fields | High correlation |
CS_SEXO is highly correlated with ID_PAIS and 6 other fields | High correlation |
LOC_INF is highly correlated with COUFINF and 8 other fields | High correlation |
SG_UF is highly correlated with COUFINF and 24 other fields | High correlation |
CS_RACA is highly correlated with ID_PAIS and 5 other fields | High correlation |
RESULT is highly correlated with COUFINF and 14 other fields | High correlation |
AT_SINTOMA is highly correlated with ID_PAIS and 9 other fields | High correlation |
SG_UF_NOT is highly correlated with ID_REGIONA and 6 other fields | High correlation |
TP_NOT is highly correlated with COUFINF and 24 other fields | High correlation |
AT_LAMINA is highly correlated with ID_PAIS and 9 other fields | High correlation |
COMUNINF is highly correlated with COUFINF and 9 other fields | High correlation |
TPAUTOCTO is highly correlated with DTRATA and 11 other fields | High correlation |
ID_AGRAVO is highly correlated with COUFINF and 24 other fields | High correlation |
CS_GESTANT is highly correlated with ID_PAIS and 6 other fields | High correlation |
ID_RG_RESI is highly correlated with COUFINF and 24 other fields | High correlation |
TRA_ESQUEM is highly correlated with DTRATA and 10 other fields | High correlation |
AT_ATIVIDA is highly correlated with ID_PAIS and 9 other fields | High correlation |
CLASSI_FIN is highly correlated with DTRATA and 13 other fields | High correlation |
PCRUZ is highly correlated with DTRATA and 10 other fields | High correlation |
DT_INVEST has 254 (100.0%) missing values | Missing |
PMM has 200 (78.7%) missing values | Missing |
DT_ENCERRA has 254 (100.0%) missing values | Missing |
DT_INVEST is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DT_ENCERRA is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
COPAISINF has 197 (77.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-06 18:45:13.074285 |
|---|---|
| Analysis finished | 2021-07-06 18:45:33.534277 |
| Duration | 20.46 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 2 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 254 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 254 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 254 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 254 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 254 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 254 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.0 KiB |
| B54 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 762 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B54 |
|---|---|
| 2nd row | B54 |
| 3rd row | B54 |
| 4th row | B54 |
| 5th row | B54 |
Common Values
| Value | Count | Frequency (%) |
| B54 | 254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| b54 | 254 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 254 | |
| 5 | 254 | |
| 4 | 254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 508 | |
| Uppercase Letter | 254 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 254 | |
| 4 | 254 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 508 | |
| Latin | 254 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 254 | |
| 4 | 254 |
Latin
| Value | Count | Frequency (%) |
| B | 254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 762 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 254 | |
| 5 | 254 | |
| 4 | 254 |
DT_NOTIFIC
Date
| Distinct | 153 |
|---|---|
| Distinct (%) | 60.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| Minimum | 2017-01-05 00:00:00 |
|---|---|
| Maximum | 2017-12-31 00:00:00 |
| Distinct | 51 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201726.1378 |
| Minimum | 201701 |
|---|---|
| Maximum | 201801 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 201701 |
|---|---|
| 5-th percentile | 201703 |
| Q1 | 201711.25 |
| median | 201727 |
| Q3 | 201739 |
| 95-th percentile | 201751 |
| Maximum | 201801 |
| Range | 100 |
| Interquartile range (IQR) | 27.75 |
Descriptive statistics
| Standard deviation | 16.67738252 |
|---|---|
| Coefficient of variation (CV) | 8.267338432 × 10-5 |
| Kurtosis | 0.02193457029 |
| Mean | 201726.1378 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.3518709587 |
| Sum | 51238439 |
| Variance | 278.1350876 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 201732 | 13 | 5.1% |
| 201748 | 10 | 3.9% |
| 201714 | 9 | 3.5% |
| 201704 | 9 | 3.5% |
| 201727 | 8 | 3.1% |
| 201705 | 8 | 3.1% |
| 201739 | 8 | 3.1% |
| 201707 | 8 | 3.1% |
| 201706 | 8 | 3.1% |
| 201702 | 7 | 2.8% |
| Other values (41) | 166 |
| Value | Count | Frequency (%) |
| 201701 | 2 | 0.8% |
| 201702 | 7 | |
| 201703 | 7 | |
| 201704 | 9 | |
| 201705 | 8 | |
| 201706 | 8 | |
| 201707 | 8 | |
| 201708 | 4 | |
| 201709 | 2 | 0.8% |
| 201710 | 6 |
| Value | Count | Frequency (%) |
| 201801 | 1 | 0.4% |
| 201752 | 7 | |
| 201751 | 6 | |
| 201750 | 4 | 1.6% |
| 201749 | 3 | 1.2% |
| 201748 | 10 | |
| 201747 | 5 | |
| 201746 | 5 | |
| 201745 | 2 | 0.8% |
| 201744 | 6 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| 2017 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1016 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2017 |
| 3rd row | 2017 |
| 4th row | 2017 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2017 | 254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2017 | 254 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 254 | |
| 0 | 254 | |
| 1 | 254 | |
| 7 | 254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1016 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 254 | |
| 0 | 254 | |
| 1 | 254 | |
| 7 | 254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1016 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 254 | |
| 0 | 254 | |
| 1 | 254 | |
| 7 | 254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 254 | |
| 0 | 254 | |
| 1 | 254 | |
| 7 | 254 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| 33 | |
|---|---|
| 31 | 1 |
| 32 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 508 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | 33 |
|---|---|
| 2nd row | 33 |
| 3rd row | 33 |
| 4th row | 33 |
| 5th row | 33 |
Common Values
| Value | Count | Frequency (%) |
| 33 | 252 | |
| 31 | 1 | 0.4% |
| 32 | 1 | 0.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 33 | 252 | |
| 32 | 1 | 0.4% |
| 31 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 506 | |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 508 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 506 | |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 508 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 506 | |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 508 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 506 | |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
| Distinct | 16 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 330317.878 |
| Minimum | 310620 |
|---|---|
| Maximum | 330630 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 310620 |
|---|---|
| 5-th percentile | 330240 |
| Q1 | 330455 |
| median | 330455 |
| Q3 | 330455 |
| 95-th percentile | 330455 |
| Maximum | 330630 |
| Range | 20010 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1389.313515 |
|---|---|
| Coefficient of variation (CV) | 0.004205989467 |
| Kurtosis | 170.4870624 |
| Mean | 330317.878 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -12.74681902 |
| Sum | 83900741 |
| Variance | 1930192.044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 330455 | 213 | |
| 330340 | 9 | 3.5% |
| 330240 | 9 | 3.5% |
| 330390 | 7 | 2.8% |
| 330330 | 4 | 1.6% |
| 330630 | 2 | 0.8% |
| 330185 | 1 | 0.4% |
| 330430 | 1 | 0.4% |
| 330420 | 1 | 0.4% |
| 330411 | 1 | 0.4% |
| Other values (6) | 6 | 2.4% |
| Value | Count | Frequency (%) |
| 310620 | 1 | 0.4% |
| 320530 | 1 | 0.4% |
| 330010 | 1 | 0.4% |
| 330020 | 1 | 0.4% |
| 330185 | 1 | 0.4% |
| 330240 | 9 | |
| 330320 | 1 | 0.4% |
| 330330 | 4 | |
| 330340 | 9 | |
| 330350 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 330630 | 2 | 0.8% |
| 330455 | 213 | |
| 330430 | 1 | 0.4% |
| 330420 | 1 | 0.4% |
| 330411 | 1 | 0.4% |
| 330390 | 7 | 2.8% |
| 330350 | 1 | 0.4% |
| 330340 | 9 | 3.5% |
| 330330 | 4 | 1.6% |
| 330320 | 1 | 0.4% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| 1449 | 1 |
|---|---|
| 1510 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 0 |
| Mean length | 0.03149606299 |
| Min length | 0 |
Characters and Unicode
| Total characters | 8 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 252 | ||
| 1449 | 1 | 0.4% |
| 1510 | 1 | 0.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1449 | 1 | |
| 1510 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 4 | 2 | |
| 9 | 1 | 12.5% |
| 5 | 1 | 12.5% |
| 0 | 1 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 4 | 2 | |
| 9 | 1 | 12.5% |
| 5 | 1 | 12.5% |
| 0 | 1 | 12.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 4 | 2 | |
| 9 | 1 | 12.5% |
| 5 | 1 | 12.5% |
| 0 | 1 | 12.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 4 | 2 | |
| 9 | 1 | 12.5% |
| 5 | 1 | 12.5% |
| 0 | 1 | 12.5% |
ID_UNIDADE
Real number (ℝ≥0)
| Distinct | 54 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2945032.039 |
| Minimum | 69 |
|---|---|
| Maximum | 7859341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 69 |
|---|---|
| 5-th percentile | 2269988 |
| Q1 | 2288338 |
| median | 2288338 |
| Q3 | 2298090 |
| 95-th percentile | 7431063.8 |
| Maximum | 7859341 |
| Range | 7859272 |
| Interquartile range (IQR) | 9752 |
Descriptive statistics
| Standard deviation | 1670552.125 |
|---|---|
| Coefficient of variation (CV) | 0.5672441258 |
| Kurtosis | 2.691758054 |
| Mean | 2945032.039 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.847697713 |
| Sum | 748038138 |
| Variance | 2.790744401 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2288338 | 152 | |
| 7740476 | 9 | 3.5% |
| 5462886 | 8 | 3.1% |
| 2275589 | 7 | 2.8% |
| 3375471 | 7 | 2.8% |
| 3005992 | 7 | 2.8% |
| 2269988 | 4 | 1.6% |
| 7642423 | 3 | 1.2% |
| 2270277 | 3 | 1.2% |
| 3034984 | 3 | 1.2% |
| Other values (44) | 51 | 20.1% |
| Value | Count | Frequency (%) |
| 69 | 1 | 0.4% |
| 11738 | 1 | 0.4% |
| 12505 | 2 | |
| 12734 | 1 | 0.4% |
| 26050 | 1 | 0.4% |
| 26948 | 1 | 0.4% |
| 2269651 | 1 | 0.4% |
| 2269783 | 2 | |
| 2269988 | 4 | |
| 2270277 | 3 |
| Value | Count | Frequency (%) |
| 7859341 | 1 | 0.4% |
| 7740476 | 9 | |
| 7642423 | 3 | 1.2% |
| 7317255 | 2 | 0.8% |
| 7251491 | 1 | 0.4% |
| 7249942 | 1 | 0.4% |
| 7110162 | 1 | 0.4% |
| 6938124 | 1 | 0.4% |
| 6899919 | 1 | 0.4% |
| 6753469 | 1 | 0.4% |
DT_SIN_PRI
Date
| Distinct | 163 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| Minimum | 1984-03-03 00:00:00 |
|---|---|
| Maximum | 2017-12-31 00:00:00 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 22.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201709.2008 |
| Minimum | 198409 |
|---|---|
| Maximum | 201801 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 198409 |
|---|---|
| 5-th percentile | 201701 |
| Q1 | 201709 |
| median | 201726 |
| Q3 | 201738 |
| 95-th percentile | 201750 |
| Maximum | 201801 |
| Range | 3392 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 209.1504249 |
|---|---|
| Coefficient of variation (CV) | 0.001036890851 |
| Kurtosis | 247.8679749 |
| Mean | 201709.2008 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -15.65099953 |
| Sum | 51234137 |
| Variance | 43743.90024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 201703 | 14 | 5.5% |
| 201732 | 14 | 5.5% |
| 201705 | 11 | 4.3% |
| 201743 | 9 | 3.5% |
| 201701 | 9 | 3.5% |
| 201713 | 9 | 3.5% |
| 201702 | 9 | 3.5% |
| 201726 | 8 | 3.1% |
| 201748 | 7 | 2.8% |
| 201730 | 7 | 2.8% |
| Other values (47) | 157 |
| Value | Count | Frequency (%) |
| 198409 | 1 | 0.4% |
| 201604 | 1 | 0.4% |
| 201614 | 1 | 0.4% |
| 201649 | 2 | 0.8% |
| 201651 | 4 | 1.6% |
| 201652 | 1 | 0.4% |
| 201701 | 9 | |
| 201702 | 9 | |
| 201703 | 14 | |
| 201704 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 201801 | 1 | 0.4% |
| 201752 | 3 | |
| 201751 | 4 | |
| 201750 | 6 | |
| 201749 | 4 | |
| 201748 | 7 | |
| 201747 | 2 | 0.8% |
| 201746 | 7 | |
| 201745 | 4 | |
| 201744 | 1 | 0.4% |
DT_NASC
Date
| Distinct | 200 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 KiB |
| Minimum | 1923-06-02 00:00:00 |
|---|---|
| Maximum | 2017-03-14 00:00:00 |
| Distinct | 70 |
|---|---|
| Distinct (%) | 27.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4017.397638 |
| Minimum | 2000 |
|---|---|
| Maximum | 4093 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 4014 |
| Q1 | 4030 |
| median | 4039.5 |
| Q3 | 4052 |
| 95-th percentile | 4071 |
| Maximum | 4093 |
| Range | 2093 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 202.2427497 |
|---|---|
| Coefficient of variation (CV) | 0.05034173062 |
| Kurtosis | 81.46279357 |
| Mean | 4017.397638 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | -8.84233966 |
| Sum | 1020419 |
| Variance | 40902.1298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4033 | 13 | 5.1% |
| 4049 | 11 | 4.3% |
| 4029 | 10 | 3.9% |
| 4034 | 9 | 3.5% |
| 4054 | 9 | 3.5% |
| 4042 | 9 | 3.5% |
| 4028 | 8 | 3.1% |
| 4032 | 7 | 2.8% |
| 4047 | 7 | 2.8% |
| 4031 | 7 | 2.8% |
| Other values (60) | 164 |
| Value | Count | Frequency (%) |
| 2000 | 1 | |
| 2008 | 1 | |
| 3010 | 2 | |
| 4001 | 1 | |
| 4006 | 1 | |
| 4008 | 2 | |
| 4010 | 2 | |
| 4011 | 1 | |
| 4013 | 1 | |
| 4014 | 2 |
| Value | Count | Frequency (%) |
| 4093 | 1 | 0.4% |
| 4086 | 1 | 0.4% |
| 4079 | 1 | 0.4% |
| 4077 | 2 | |
| 4074 | 3 | |
| 4073 | 1 | 0.4% |
| 4072 | 1 | 0.4% |
| 4071 | 4 | |
| 4070 | 2 | |
| 4069 | 1 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 254 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 181 | |
| F | 73 |
Length
Pie chart
| Value | Count | Frequency (%) |
| m | 181 | |
| f | 73 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 181 | |
| F | 73 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 254 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 181 | |
| F | 73 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 254 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 181 | |
| F | 73 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 254 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 181 | |
| F | 73 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 6 | |
|---|---|
| 5 | |
| 9 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 254 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 6 |
| 5th row | 6 |
Common Values
| Value | Count | Frequency (%) |
| 6 | 198 | |
| 5 | 49 | 19.3% |
| 9 | 7 | 2.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 6 | 198 | |
| 5 | 49 | 19.3% |
| 9 | 7 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 198 | |
| 5 | 49 | 19.3% |
| 9 | 7 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 254 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 198 | |
| 5 | 49 | 19.3% |
| 9 | 7 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 254 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 198 | |
| 5 | 49 | 19.3% |
| 9 | 7 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 254 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6 | 198 | |
| 5 | 49 | 19.3% |
| 9 | 7 | 2.8% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| 1 | |
|---|---|
| 9 | |
| 4 | |
| 2 | |
| 4 | |
| Other values (2) | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 0.9842519685 |
| Min length | 0 |
Characters and Unicode
| Total characters | 250 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 9 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 78 | |
| 9 | 77 | |
| 4 | 61 | |
| 2 | 31 | 12.2% |
| 4 | 1.6% | |
| 3 | 2 | 0.8% |
| 5 | 1 | 0.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 78 | |
| 9 | 77 | |
| 4 | 61 | |
| 2 | 31 | 12.4% |
| 3 | 2 | 0.8% |
| 5 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 78 | |
| 9 | 77 | |
| 4 | 61 | |
| 2 | 31 | 12.4% |
| 3 | 2 | 0.8% |
| 5 | 1 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 78 | |
| 9 | 77 | |
| 4 | 61 | |
| 2 | 31 | 12.4% |
| 3 | 2 | 0.8% |
| 5 | 1 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 78 | |
| 9 | 77 | |
| 4 | 61 | |
| 2 | 31 | 12.4% |
| 3 | 2 | 0.8% |
| 5 | 1 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 78 | |
| 9 | 77 | |
| 4 | 61 | |
| 2 | 31 | 12.4% |
| 3 | 2 | 0.8% |
| 5 | 1 | 0.4% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| 08 | |
|---|---|
| 09 | |
| 06 | |
| 07 | |
| Other values (6) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.897637795 |
| Min length | 0 |
Characters and Unicode
| Total characters | 482 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 08 |
|---|---|
| 2nd row | 08 |
| 3rd row | 08 |
| 4th row | 08 |
| 5th row | 05 |
Common Values
| Value | Count | Frequency (%) |
| 08 | 116 | |
| 09 | 38 | 15.0% |
| 06 | 31 | 12.2% |
| 07 | 21 | 8.3% |
| 13 | 5.1% | |
| 05 | 10 | 3.9% |
| 04 | 10 | 3.9% |
| 10 | 6 | 2.4% |
| 03 | 5 | 2.0% |
| 01 | 3 | 1.2% |
Length
| Value | Count | Frequency (%) |
| 08 | 116 | |
| 09 | 38 | 15.8% |
| 06 | 31 | 12.9% |
| 07 | 21 | 8.7% |
| 05 | 10 | 4.1% |
| 04 | 10 | 4.1% |
| 10 | 6 | 2.5% |
| 03 | 5 | 2.1% |
| 01 | 3 | 1.2% |
| 02 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 8 | 116 | |
| 9 | 38 | 7.9% |
| 6 | 31 | 6.4% |
| 7 | 21 | 4.4% |
| 5 | 10 | 2.1% |
| 4 | 10 | 2.1% |
| 1 | 9 | 1.9% |
| 3 | 5 | 1.0% |
| 2 | 1 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 482 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 8 | 116 | |
| 9 | 38 | 7.9% |
| 6 | 31 | 6.4% |
| 7 | 21 | 4.4% |
| 5 | 10 | 2.1% |
| 4 | 10 | 2.1% |
| 1 | 9 | 1.9% |
| 3 | 5 | 1.0% |
| 2 | 1 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 482 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 8 | 116 | |
| 9 | 38 | 7.9% |
| 6 | 31 | 6.4% |
| 7 | 21 | 4.4% |
| 5 | 10 | 2.1% |
| 4 | 10 | 2.1% |
| 1 | 9 | 1.9% |
| 3 | 5 | 1.0% |
| 2 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 482 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 8 | 116 | |
| 9 | 38 | 7.9% |
| 6 | 31 | 6.4% |
| 7 | 21 | 4.4% |
| 5 | 10 | 2.1% |
| 4 | 10 | 2.1% |
| 1 | 9 | 1.9% |
| 3 | 5 | 1.0% |
| 2 | 1 | 0.2% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| 33 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 508 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 33 |
|---|---|
| 2nd row | 33 |
| 3rd row | 33 |
| 4th row | 33 |
| 5th row | 33 |
Common Values
| Value | Count | Frequency (%) |
| 33 | 254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 33 | 254 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 508 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 508 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 508 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 508 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 508 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 508 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 508 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 330392.4134 |
| Minimum | 330010 |
|---|---|
| Maximum | 330630 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 330010 |
|---|---|
| 5-th percentile | 330020 |
| Q1 | 330390 |
| median | 330455 |
| Q3 | 330455 |
| 95-th percentile | 330455 |
| Maximum | 330630 |
| Range | 620 |
| Interquartile range (IQR) | 65 |
Descriptive statistics
| Standard deviation | 132.0325687 |
|---|---|
| Coefficient of variation (CV) | 0.0003996234881 |
| Kurtosis | 2.42049498 |
| Mean | 330392.4134 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.872729993 |
| Sum | 83919673 |
| Variance | 17432.59919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 330455 | 172 | |
| 330020 | 14 | 5.5% |
| 330340 | 10 | 3.9% |
| 330330 | 8 | 3.1% |
| 330390 | 7 | 2.8% |
| 330170 | 7 | 2.8% |
| 330240 | 6 | 2.4% |
| 330490 | 5 | 2.0% |
| 330350 | 3 | 1.2% |
| 330080 | 2 | 0.8% |
| Other values (18) | 20 | 7.9% |
| Value | Count | Frequency (%) |
| 330010 | 1 | 0.4% |
| 330020 | 14 | |
| 330040 | 1 | 0.4% |
| 330045 | 1 | 0.4% |
| 330050 | 1 | 0.4% |
| 330070 | 1 | 0.4% |
| 330080 | 2 | 0.8% |
| 330120 | 1 | 0.4% |
| 330130 | 2 | 0.8% |
| 330170 | 7 |
| Value | Count | Frequency (%) |
| 330630 | 1 | 0.4% |
| 330600 | 1 | 0.4% |
| 330580 | 1 | 0.4% |
| 330510 | 1 | 0.4% |
| 330490 | 5 | 2.0% |
| 330455 | 172 | |
| 330452 | 1 | 0.4% |
| 330450 | 1 | 0.4% |
| 330430 | 1 | 0.4% |
| 330414 | 1 | 0.4% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
Length
| Max length | 0 |
|---|---|
| Median length | 0 |
| Mean length | 0 |
| Min length | 0 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 254 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 254 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 254 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 254 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 254 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 254 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.5 KiB |
| 999991 | |
|---|---|
| 263110 | 6 |
| 999993 | 5 |
| 999992 | 4 |
| Other values (44) |
Length
| Max length | 6 |
|---|---|
| Median length | 0 |
| Mean length | 2.409448819 |
| Min length | 0 |
Characters and Unicode
| Total characters | 612 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 12.2% |
Sample
| 1st row | 223605 |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 152 | ||
| 999991 | 26 | 10.2% |
| 263110 | 6 | 2.4% |
| 999993 | 5 | 2.0% |
| 999992 | 4 | 1.6% |
| 999994 | 4 | 1.6% |
| 711405 | 3 | 1.2% |
| 221105 | 3 | 1.2% |
| 998999 | 2 | 0.8% |
| 223115 | 2 | 0.8% |
| Other values (39) | 47 | 18.5% |
Length
| Value | Count | Frequency (%) |
| 999991 | 26 | |
| 263110 | 6 | 5.9% |
| 999993 | 5 | 4.9% |
| 999992 | 4 | 3.9% |
| 999994 | 4 | 3.9% |
| 221105 | 3 | 2.9% |
| 711405 | 3 | 2.9% |
| 223115 | 2 | 2.0% |
| 782505 | 2 | 2.0% |
| 998999 | 2 | 2.0% |
| Other values (38) | 45 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 207 | |
| 1 | 108 | |
| 2 | 92 | |
| 0 | 58 | 9.5% |
| 5 | 53 | 8.7% |
| 3 | 41 | 6.7% |
| 4 | 22 | 3.6% |
| 6 | 12 | 2.0% |
| 7 | 12 | 2.0% |
| 8 | 7 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 612 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 207 | |
| 1 | 108 | |
| 2 | 92 | |
| 0 | 58 | 9.5% |
| 5 | 53 | 8.7% |
| 3 | 41 | 6.7% |
| 4 | 22 | 3.6% |
| 6 | 12 | 2.0% |
| 7 | 12 | 2.0% |
| 8 | 7 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 612 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 207 | |
| 1 | 108 | |
| 2 | 92 | |
| 0 | 58 | 9.5% |
| 5 | 53 | 8.7% |
| 3 | 41 | 6.7% |
| 4 | 22 | 3.6% |
| 6 | 12 | 2.0% |
| 7 | 12 | 2.0% |
| 8 | 7 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 612 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 207 | |
| 1 | 108 | |
| 2 | 92 | |
| 0 | 58 | 9.5% |
| 5 | 53 | 8.7% |
| 3 | 41 | 6.7% |
| 4 | 22 | 3.6% |
| 6 | 12 | 2.0% |
| 7 | 12 | 2.0% |
| 8 | 7 | 1.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 0.9921259843 |
| Min length | 0 |
Characters and Unicode
| Total characters | 252 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 190 | |
| 1 | 62 | 24.4% |
| 2 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 190 | |
| 1 | 62 | 24.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 190 | |
| 1 | 62 | 24.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 252 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 190 | |
| 1 | 62 | 24.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 252 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 190 | |
| 1 | 62 | 24.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 252 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 190 | |
| 1 | 62 | 24.6% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
| 10 | |
|---|---|
| 11 | |
| 4 | |
| 99 | 7 |
| 1 | 4 |
| Other values (6) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.771653543 |
| Min length | 0 |
Characters and Unicode
| Total characters | 450 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 10 |
|---|---|
| 2nd row | 10 |
| 3rd row | 10 |
| 4th row | 10 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 10 | 120 | |
| 11 | 68 | |
| 4 | 40 | 15.7% |
| 99 | 7 | 2.8% |
| 1 | 4 | 1.6% |
| 5 | 4 | 1.6% |
| 12 | 3 | 1.2% |
| 3 | 3 | 1.2% |
| 9 | 2 | 0.8% |
| 2 | 0.8% |
Length
| Value | Count | Frequency (%) |
| 10 | 120 | |
| 11 | 68 | |
| 4 | 40 | 15.9% |
| 99 | 7 | 2.8% |
| 1 | 4 | 1.6% |
| 5 | 4 | 1.6% |
| 12 | 3 | 1.2% |
| 3 | 3 | 1.2% |
| 9 | 2 | 0.8% |
| 7 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 263 | |
| 0 | 120 | |
| 4 | 40 | 8.9% |
| 9 | 16 | 3.6% |
| 5 | 4 | 0.9% |
| 3 | 3 | 0.7% |
| 2 | 3 | 0.7% |
| 7 | 1 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 450 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 263 | |
| 0 | 120 | |
| 4 | 40 | 8.9% |
| 9 | 16 | 3.6% |
| 5 | 4 | 0.9% |
| 3 | 3 | 0.7% |
| 2 | 3 | 0.7% |
| 7 | 1 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 450 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 263 | |
| 0 | 120 | |
| 4 | 40 | 8.9% |
| 9 | 16 | 3.6% |
| 5 | 4 | 0.9% |
| 3 | 3 | 0.7% |
| 2 | 3 | 0.7% |
| 7 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 450 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 263 | |
| 0 | 120 | |
| 4 | 40 | 8.9% |
| 9 | 16 | 3.6% |
| 5 | 4 | 0.9% |
| 3 | 3 | 0.7% |
| 2 | 3 | 0.7% |
| 7 | 1 | 0.2% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 0.9921259843 |
| Min length | 0 |
Characters and Unicode
| Total characters | 252 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 148 | |
| 2 | 55 | 21.7% |
| 3 | 49 | 19.3% |
| 2 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 148 | |
| 2 | 55 | 21.8% |
| 3 | 49 | 19.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 148 | |
| 2 | 55 | 21.8% |
| 3 | 49 | 19.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 252 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 148 | |
| 2 | 55 | 21.8% |
| 3 | 49 | 19.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 252 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 148 | |
| 2 | 55 | 21.8% |
| 3 | 49 | 19.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 252 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 148 | |
| 2 | 55 | 21.8% |
| 3 | 49 | 19.4% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| 1 | |
|---|---|
| 2 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 0.9921259843 |
| Min length | 0 |
Characters and Unicode
| Total characters | 252 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 204 | |
| 2 | 48 | 18.9% |
| 2 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 204 | |
| 2 | 48 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 204 | |
| 2 | 48 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 252 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 204 | |
| 2 | 48 | 19.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 252 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 204 | |
| 2 | 48 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 252 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 204 | |
| 2 | 48 | 19.0% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| 2 | |
|---|---|
| 1 | 7 |
| 3 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 0 |
| Mean length | 0.2440944882 |
| Min length | 0 |
Characters and Unicode
| Total characters | 62 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 192 | ||
| 2 | 50 | 19.7% |
| 1 | 7 | 2.8% |
| 3 | 5 | 2.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 50 | |
| 1 | 7 | 11.3% |
| 3 | 5 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 50 | |
| 1 | 7 | 11.3% |
| 3 | 5 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 62 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 50 | |
| 1 | 7 | 11.3% |
| 3 | 5 | 8.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 62 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 50 | |
| 1 | 7 | 11.3% |
| 3 | 5 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 50 | |
| 1 | 7 | 11.3% |
| 3 | 5 | 8.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| RJ | 21 |
|---|---|
| AM | 11 |
| RO | 2 |
| RR | 1 |
| Other values (2) | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 0 |
| Mean length | 0.2913385827 |
| Min length | 0 |
Characters and Unicode
| Total characters | 74 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 217 | ||
| RJ | 21 | 8.3% |
| AM | 11 | 4.3% |
| RO | 2 | 0.8% |
| RR | 1 | 0.4% |
| AC | 1 | 0.4% |
| AP | 1 | 0.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| rj | 21 | |
| am | 11 | |
| ro | 2 | 5.4% |
| rr | 1 | 2.7% |
| ac | 1 | 2.7% |
| ap | 1 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 25 | |
| J | 21 | |
| A | 13 | |
| M | 11 | |
| O | 2 | 2.7% |
| C | 1 | 1.4% |
| P | 1 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 74 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 25 | |
| J | 21 | |
| A | 13 | |
| M | 11 | |
| O | 2 | 2.7% |
| C | 1 | 1.4% |
| P | 1 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 25 | |
| J | 21 | |
| A | 13 | |
| M | 11 | |
| O | 2 | 2.7% |
| C | 1 | 1.4% |
| P | 1 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 25 | |
| J | 21 | |
| A | 13 | |
| M | 11 | |
| O | 2 | 2.7% |
| C | 1 | 1.4% |
| P | 1 | 1.4% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.728346457 |
| Minimum | 0 |
|---|---|
| Maximum | 190 |
| Zeros | 197 |
| Zeros (%) | 77.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 110.05 |
| Maximum | 190 |
| Range | 190 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 36.625131 |
|---|---|
| Coefficient of variation (CV) | 3.764784814 |
| Kurtosis | 13.98912955 |
| Mean | 9.728346457 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.899908227 |
| Sum | 2471 |
| Variance | 1341.400221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 1 | 37 | 14.6% |
| 177 | 6 | 2.4% |
| 31 | 5 | 2.0% |
| 149 | 3 | 1.2% |
| 112 | 2 | 0.8% |
| 109 | 2 | 0.8% |
| 190 | 1 | 0.4% |
| 138 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 1 | 37 | 14.6% |
| 31 | 5 | 2.0% |
| 109 | 2 | 0.8% |
| 112 | 2 | 0.8% |
| 138 | 1 | 0.4% |
| 149 | 3 | 1.2% |
| 177 | 6 | 2.4% |
| 190 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 190 | 1 | 0.4% |
| 177 | 6 | 2.4% |
| 149 | 3 | 1.2% |
| 138 | 1 | 0.4% |
| 112 | 2 | 0.8% |
| 109 | 2 | 0.8% |
| 31 | 5 | 2.0% |
| 1 | 37 | 14.6% |
| 0 | 197 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| 330390 | 6 |
|---|---|
| 130260 | 5 |
| 130380 | 5 |
| 330185 | 3 |
| Other values (13) | 18 |
Length
| Max length | 6 |
|---|---|
| Median length | 0 |
| Mean length | 0.874015748 |
| Min length | 0 |
Characters and Unicode
| Total characters | 222 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 3.9% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 217 | ||
| 330390 | 6 | 2.4% |
| 130260 | 5 | 2.0% |
| 130380 | 5 | 2.0% |
| 330185 | 3 | 1.2% |
| 330240 | 3 | 1.2% |
| 330340 | 3 | 1.2% |
| 330080 | 2 | 0.8% |
| 330290 | 1 | 0.4% |
| 330010 | 1 | 0.4% |
| Other values (8) | 8 | 3.1% |
Length
| Value | Count | Frequency (%) |
| 330390 | 6 | |
| 130260 | 5 | |
| 130380 | 5 | |
| 330185 | 3 | |
| 330240 | 3 | |
| 330340 | 3 | |
| 330080 | 2 | 5.4% |
| 110020 | 1 | 2.7% |
| 130353 | 1 | 2.7% |
| 330580 | 1 | 2.7% |
| Other values (7) | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 3 | 73 | |
| 1 | 24 | 10.8% |
| 2 | 12 | 5.4% |
| 8 | 11 | 5.0% |
| 4 | 7 | 3.2% |
| 5 | 7 | 3.2% |
| 9 | 7 | 3.2% |
| 6 | 6 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 222 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 3 | 73 | |
| 1 | 24 | 10.8% |
| 2 | 12 | 5.4% |
| 8 | 11 | 5.0% |
| 4 | 7 | 3.2% |
| 5 | 7 | 3.2% |
| 9 | 7 | 3.2% |
| 6 | 6 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 222 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 3 | 73 | |
| 1 | 24 | 10.8% |
| 2 | 12 | 5.4% |
| 8 | 11 | 5.0% |
| 4 | 7 | 3.2% |
| 5 | 7 | 3.2% |
| 9 | 7 | 3.2% |
| 6 | 6 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 222 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 3 | 73 | |
| 1 | 24 | 10.8% |
| 2 | 12 | 5.4% |
| 8 | 11 | 5.0% |
| 4 | 7 | 3.2% |
| 5 | 7 | 3.2% |
| 9 | 7 | 3.2% |
| 6 | 6 | 2.7% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| SANA | 3 |
|---|---|
| BURK | 2 |
| VALE | 2 |
| SAO | 1 |
| Other values (13) | 13 |
Length
| Max length | 4 |
|---|---|
| Median length | 0 |
| Mean length | 0.3267716535 |
| Min length | 0 |
Characters and Unicode
| Total characters | 83 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 14 ? |
|---|---|
| Unique (%) | 5.5% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 233 | ||
| SANA | 3 | 1.2% |
| BURK | 2 | 0.8% |
| VALE | 2 | 0.8% |
| SAO | 1 | 0.4% |
| MUNI | 1 | 0.4% |
| ESTR | 1 | 0.4% |
| PARQ | 1 | 0.4% |
| CUPI | 1 | 0.4% |
| GARR | 1 | 0.4% |
| Other values (8) | 8 | 3.1% |
Length
| Value | Count | Frequency (%) |
| sana | 3 | |
| burk | 2 | 9.5% |
| vale | 2 | 9.5% |
| nige | 1 | 4.8% |
| uaga | 1 | 4.8% |
| muni | 1 | 4.8% |
| cupi | 1 | 4.8% |
| siti | 1 | 4.8% |
| mala | 1 | 4.8% |
| sao | 1 | 4.8% |
| Other values (7) | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 18 | |
| R | 8 | |
| S | 7 | 8.4% |
| U | 6 | 7.2% |
| I | 6 | 7.2% |
| N | 6 | 7.2% |
| E | 5 | 6.0% |
| L | 4 | 4.8% |
| M | 4 | 4.8% |
| C | 3 | 3.6% |
| Other values (9) | 16 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 83 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 18 | |
| R | 8 | |
| S | 7 | 8.4% |
| U | 6 | 7.2% |
| I | 6 | 7.2% |
| N | 6 | 7.2% |
| E | 5 | 6.0% |
| L | 4 | 4.8% |
| M | 4 | 4.8% |
| C | 3 | 3.6% |
| Other values (9) | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 83 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 18 | |
| R | 8 | |
| S | 7 | 8.4% |
| U | 6 | 7.2% |
| I | 6 | 7.2% |
| N | 6 | 7.2% |
| E | 5 | 6.0% |
| L | 4 | 4.8% |
| M | 4 | 4.8% |
| C | 3 | 3.6% |
| Other values (9) | 16 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 18 | |
| R | 8 | |
| S | 7 | 8.4% |
| U | 6 | 7.2% |
| I | 6 | 7.2% |
| N | 6 | 7.2% |
| E | 5 | 6.0% |
| L | 4 | 4.8% |
| M | 4 | 4.8% |
| C | 3 | 3.6% |
| Other values (9) | 16 |
| Distinct | 153 |
|---|---|
| Distinct (%) | 60.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 2017-08-11 | 10 |
|---|---|
| 2017-01-27 | 6 |
| 2017-02-16 | 4 |
| 2017-03-29 | 4 |
| 2017-01-11 | 3 |
| Other values (148) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.952755906 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2528 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 87 ? |
|---|---|
| Unique (%) | 34.3% |
Sample
| 1st row | 2017-01-05 |
|---|---|
| 2nd row | 2017-01-05 |
| 3rd row | 2017-01-11 |
| 4th row | 2017-01-11 |
| 5th row | 2017-01-11 |
Common Values
| Value | Count | Frequency (%) |
| 2017-08-11 | 10 | 3.9% |
| 2017-01-27 | 6 | 2.4% |
| 2017-02-16 | 4 | 1.6% |
| 2017-03-29 | 4 | 1.6% |
| 2017-01-11 | 3 | 1.2% |
| 2017-12-01 | 3 | 1.2% |
| 2017-09-25 | 3 | 1.2% |
| 2017-12-18 | 3 | 1.2% |
| 2017-07-28 | 3 | 1.2% |
| 2017-09-06 | 3 | 1.2% |
| Other values (143) | 212 |
Length
| Value | Count | Frequency (%) |
| 2017-08-11 | 10 | 3.9% |
| 2017-01-27 | 6 | 2.4% |
| 2017-03-29 | 4 | 1.6% |
| 2017-02-16 | 4 | 1.6% |
| 2017-07-06 | 3 | 1.2% |
| 2017-08-18 | 3 | 1.2% |
| 2017-12-01 | 3 | 1.2% |
| 2017-12-18 | 3 | 1.2% |
| 2017-04-07 | 3 | 1.2% |
| 2017-01-11 | 3 | 1.2% |
| Other values (143) | 212 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 552 | |
| - | 504 | |
| 1 | 478 | |
| 2 | 405 | |
| 7 | 299 | |
| 3 | 65 | 2.6% |
| 8 | 59 | 2.3% |
| 4 | 42 | 1.7% |
| 6 | 40 | 1.6% |
| 9 | 40 | 1.6% |
| Other values (5) | 44 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2016 | |
| Dash Punctuation | 504 | 19.9% |
| Lowercase Letter | 6 | 0.2% |
| Uppercase Letter | 2 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 552 | |
| 1 | 478 | |
| 2 | 405 | |
| 7 | 299 | |
| 3 | 65 | 3.2% |
| 8 | 59 | 2.9% |
| 4 | 42 | 2.1% |
| 6 | 40 | 2.0% |
| 9 | 40 | 2.0% |
| 5 | 36 | 1.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 2 | |
| n | 2 | |
| e | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 504 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2520 | |
| Latin | 8 | 0.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 552 | |
| - | 504 | |
| 1 | 478 | |
| 2 | 405 | |
| 7 | 299 | |
| 3 | 65 | 2.6% |
| 8 | 59 | 2.3% |
| 4 | 42 | 1.7% |
| 6 | 40 | 1.6% |
| 9 | 40 | 1.6% |
Latin
| Value | Count | Frequency (%) |
| N | 2 | |
| o | 2 | |
| n | 2 | |
| e | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2528 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 552 | |
| - | 504 | |
| 1 | 478 | |
| 2 | 405 | |
| 7 | 299 | |
| 3 | 65 | 2.6% |
| 8 | 59 | 2.3% |
| 4 | 42 | 1.7% |
| 6 | 40 | 1.6% |
| 9 | 40 | 1.6% |
| Other values (5) | 44 | 1.7% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| 1 | |
|---|---|
| 4 | |
| 2 | 19 |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 0.9921259843 |
| Min length | 0 |
Characters and Unicode
| Total characters | 252 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 190 | |
| 4 | 43 | 16.9% |
| 2 | 19 | 7.5% |
| 2 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 190 | |
| 4 | 43 | 17.1% |
| 2 | 19 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 190 | |
| 4 | 43 | 17.1% |
| 2 | 19 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 252 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 190 | |
| 4 | 43 | 17.1% |
| 2 | 19 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 252 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 190 | |
| 4 | 43 | 17.1% |
| 2 | 19 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 252 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 190 | |
| 4 | 43 | 17.1% |
| 2 | 19 | 7.5% |
| Distinct | 46 |
|---|---|
| Distinct (%) | 85.2% |
| Missing | 200 |
| Missing (%) | 78.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18011.22222 |
| Minimum | 2 |
|---|---|
| Maximum | 288000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 27.8 |
| Q1 | 201.25 |
| median | 424 |
| Q3 | 2800 |
| 95-th percentile | 120738 |
| Maximum | 288000 |
| Range | 287998 |
| Interquartile range (IQR) | 2598.75 |
Descriptive statistics
| Standard deviation | 51870.45262 |
|---|---|
| Coefficient of variation (CV) | 2.879896321 |
| Kurtosis | 15.43081644 |
| Mean | 18011.22222 |
| Median Absolute Deviation (MAD) | 398 |
| Skewness | 3.791800502 |
| Sum | 972606 |
| Variance | 2690543855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 210 | 4 | 1.6% |
| 200 | 4 | 1.6% |
| 32 | 2 | 0.8% |
| 480 | 2 | 0.8% |
| 120 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 1960 | 1 | 0.4% |
| 20 | 1 | 0.4% |
| 2400 | 1 | 0.4% |
| 256 | 1 | 0.4% |
| Other values (36) | 36 | 14.2% |
| (Missing) | 200 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 20 | 1 | 0.4% |
| 32 | 2 | |
| 43 | 1 | 0.4% |
| 80 | 1 | 0.4% |
| 112 | 1 | 0.4% |
| 120 | 1 | 0.4% |
| 160 | 1 | 0.4% |
| 200 | 4 |
| Value | Count | Frequency (%) |
| 288000 | 1 | |
| 181500 | 1 | |
| 140680 | 1 | |
| 110000 | 1 | |
| 100030 | 1 | |
| 24240 | 1 | |
| 21800 | 1 | |
| 20005 | 1 | |
| 20000 | 1 | |
| 13360 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| 2 | 16 |
|---|---|
| 4 | 15 |
| 1 | 14 |
| 5 | 6 |
| Other values (2) | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 0 |
| Mean length | 0.2440944882 |
| Min length | 0 |
Characters and Unicode
| Total characters | 62 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 192 | ||
| 2 | 16 | 6.3% |
| 4 | 15 | 5.9% |
| 1 | 14 | 5.5% |
| 5 | 6 | 2.4% |
| 3 | 6 | 2.4% |
| 6 | 5 | 2.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 16 | |
| 4 | 15 | |
| 1 | 14 | |
| 5 | 6 | 9.7% |
| 3 | 6 | 9.7% |
| 6 | 5 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 16 | |
| 4 | 15 | |
| 1 | 14 | |
| 3 | 6 | 9.7% |
| 5 | 6 | 9.7% |
| 6 | 5 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 62 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 16 | |
| 4 | 15 | |
| 1 | 14 | |
| 3 | 6 | 9.7% |
| 5 | 6 | 9.7% |
| 6 | 5 | 8.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 62 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 16 | |
| 4 | 15 | |
| 1 | 14 | |
| 3 | 6 | 9.7% |
| 5 | 6 | 9.7% |
| 6 | 5 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 16 | |
| 4 | 15 | |
| 1 | 14 | |
| 3 | 6 | 9.7% |
| 5 | 6 | 9.7% |
| 6 | 5 | 8.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 KiB |
| 1 | |
|---|---|
| 99 | 12 |
| 11 | 9 |
| 12 | 4 |
| Other values (2) | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 0 |
| Mean length | 0.3385826772 |
| Min length | 0 |
Characters and Unicode
| Total characters | 86 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row | 99 |
Common Values
| Value | Count | Frequency (%) |
| 193 | ||
| 1 | 34 | 13.4% |
| 99 | 12 | 4.7% |
| 11 | 9 | 3.5% |
| 12 | 4 | 1.6% |
| 5 | 1 | 0.4% |
| 2 | 1 | 0.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 34 | |
| 99 | 12 | 19.7% |
| 11 | 9 | 14.8% |
| 12 | 4 | 6.6% |
| 5 | 1 | 1.6% |
| 2 | 1 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 9 | 24 | |
| 2 | 5 | 5.8% |
| 5 | 1 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 9 | 24 | |
| 2 | 5 | 5.8% |
| 5 | 1 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 86 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 9 | 24 | |
| 2 | 5 | 5.8% |
| 5 | 1 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 9 | 24 | |
| 2 | 5 | 5.8% |
| 5 | 1 | 1.2% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.5 KiB |
| ARTESUNATO+CLINDAMICINA | 2 |
|---|---|
| ARTESUNATO + CLINDAMICINA | 1 |
| CLOROQUIN PA 3 D PRIMAQUINA | 1 |
| PRIMAQUINA DIFOSFATO 15MG | 1 |
| Other values (6) | 6 |
Length
| Max length | 30 |
|---|---|
| Median length | 0 |
| Mean length | 1.12992126 |
| Min length | 0 |
Characters and Unicode
| Total characters | 287 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 3.5% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row | CLOROQ 3 DIAS PRIMAQ 14 DIAS |
Common Values
| Value | Count | Frequency (%) |
| 243 | ||
| ARTESUNATO+CLINDAMICINA | 2 | 0.8% |
| ARTESUNATO + CLINDAMICINA | 1 | 0.4% |
| CLOROQUIN PA 3 D PRIMAQUINA | 1 | 0.4% |
| PRIMAQUINA DIFOSFATO 15MG | 1 | 0.4% |
| 3DIAS CLOROQ,10 DIAS PRIMAQ | 1 | 0.4% |
| 10 CP CLOROQUINA+14 CP PRIMAQU | 1 | 0.4% |
| CLOROQ 3 DIAS PRIMAQ 14 DIAS | 1 | 0.4% |
| CLINDAMICINA + ARTESUNATO | 1 | 0.4% |
| ARTEMETHER+LUM E PRIMAQ | 1 | 0.4% |
Length
| Value | Count | Frequency (%) |
| primaq | 3 | 7.9% |
| dias | 3 | 7.9% |
| cp | 2 | 5.3% |
| artesunato+clindamicina | 2 | 5.3% |
| 2 | 5.3% | |
| primaqu | 2 | 5.3% |
| 3 | 2 | 5.3% |
| clindamicina | 2 | 5.3% |
| primaquina | 2 | 5.3% |
| artesunato | 2 | 5.3% |
| Other values (16) | 16 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 34 | 11.8% |
| I | 29 | 10.1% |
| 28 | 9.8% | |
| O | 18 | 6.3% |
| R | 18 | 6.3% |
| C | 17 | 5.9% |
| N | 17 | 5.9% |
| M | 16 | 5.6% |
| Q | 12 | 4.2% |
| U | 12 | 4.2% |
| Other values (17) | 86 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 235 | |
| Space Separator | 28 | 9.8% |
| Decimal Number | 17 | 5.9% |
| Math Symbol | 6 | 2.1% |
| Other Punctuation | 1 | 0.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 34 | |
| I | 29 | |
| O | 18 | 7.7% |
| R | 18 | 7.7% |
| C | 17 | 7.2% |
| N | 17 | 7.2% |
| M | 16 | 6.8% |
| Q | 12 | 5.1% |
| U | 12 | 5.1% |
| T | 11 | 4.7% |
| Other values (8) | 51 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 0 | 4 | |
| 3 | 3 | |
| 4 | 2 | 11.8% |
| 2 | 1 | 5.9% |
| 5 | 1 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 28 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 235 | |
| Common | 52 | 18.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 34 | |
| I | 29 | |
| O | 18 | 7.7% |
| R | 18 | 7.7% |
| C | 17 | 7.2% |
| N | 17 | 7.2% |
| M | 16 | 6.8% |
| Q | 12 | 5.1% |
| U | 12 | 5.1% |
| T | 11 | 4.7% |
| Other values (8) | 51 |
Common
| Value | Count | Frequency (%) |
| 28 | ||
| 1 | 6 | 11.5% |
| + | 6 | 11.5% |
| 0 | 4 | 7.7% |
| 3 | 3 | 5.8% |
| 4 | 2 | 3.8% |
| , | 1 | 1.9% |
| 2 | 1 | 1.9% |
| 5 | 1 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 287 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 34 | 11.8% |
| I | 29 | 10.1% |
| 28 | 9.8% | |
| O | 18 | 6.3% |
| R | 18 | 6.3% |
| C | 17 | 5.9% |
| N | 17 | 5.9% |
| M | 16 | 5.6% |
| Q | 12 | 4.2% |
| U | 12 | 4.2% |
| Other values (17) | 86 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| None | |
|---|---|
| 2017-01-27 | 4 |
| 2017-07-04 | 3 |
| 2017-02-16 | 3 |
| 2017-05-12 | 2 |
| Other values (45) |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 5.464566929 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1388 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 40 ? |
|---|---|
| Unique (%) | 15.7% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | 2017-01-11 |
Common Values
| Value | Count | Frequency (%) |
| None | 192 | |
| 2017-01-27 | 4 | 1.6% |
| 2017-07-04 | 3 | 1.2% |
| 2017-02-16 | 3 | 1.2% |
| 2017-05-12 | 2 | 0.8% |
| 2017-11-09 | 2 | 0.8% |
| 2017-04-12 | 2 | 0.8% |
| 2017-09-06 | 2 | 0.8% |
| 2017-07-28 | 2 | 0.8% |
| 2017-10-27 | 2 | 0.8% |
| Other values (40) | 40 | 15.7% |
Length
| Value | Count | Frequency (%) |
| none | 192 | |
| 2017-01-27 | 4 | 1.6% |
| 2017-07-04 | 3 | 1.2% |
| 2017-02-16 | 3 | 1.2% |
| 2017-11-09 | 2 | 0.8% |
| 2017-07-28 | 2 | 0.8% |
| 2017-10-27 | 2 | 0.8% |
| 2017-09-06 | 2 | 0.8% |
| 2017-05-12 | 2 | 0.8% |
| 2017-04-12 | 2 | 0.8% |
| Other values (40) | 40 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 192 | |
| o | 192 | |
| n | 192 | |
| e | 192 | |
| 0 | 139 | |
| - | 124 | |
| 1 | 116 | |
| 2 | 99 | |
| 7 | 79 | |
| 3 | 17 | 1.2% |
| Other values (5) | 46 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 576 | |
| Decimal Number | 496 | |
| Uppercase Letter | 192 | 13.8% |
| Dash Punctuation | 124 | 8.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 139 | |
| 1 | 116 | |
| 2 | 99 | |
| 7 | 79 | |
| 3 | 17 | 3.4% |
| 6 | 13 | 2.6% |
| 4 | 13 | 2.6% |
| 8 | 9 | 1.8% |
| 9 | 6 | 1.2% |
| 5 | 5 | 1.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 192 | |
| n | 192 | |
| e | 192 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 192 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 124 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 768 | |
| Common | 620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 139 | |
| - | 124 | |
| 1 | 116 | |
| 2 | 99 | |
| 7 | 79 | |
| 3 | 17 | 2.7% |
| 6 | 13 | 2.1% |
| 4 | 13 | 2.1% |
| 8 | 9 | 1.5% |
| 9 | 6 | 1.0% |
Latin
| Value | Count | Frequency (%) |
| N | 192 | |
| o | 192 | |
| n | 192 | |
| e | 192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1388 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 192 | |
| o | 192 | |
| n | 192 | |
| e | 192 | |
| 0 | 139 | |
| - | 124 | |
| 1 | 116 | |
| 2 | 99 | |
| 7 | 79 | |
| 3 | 17 | 1.2% |
| Other values (5) | 46 | 3.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| TP_NOT | ID_AGRAVO | DT_NOTIFIC | SEM_NOT | NU_ANO | SG_UF_NOT | ID_MUNICIP | ID_REGIONA | ID_UNIDADE | DT_SIN_PRI | SEM_PRI | DT_NASC | NU_IDADE_N | CS_SEXO | CS_GESTANT | CS_RACA | CS_ESCOL_N | SG_UF | ID_MN_RESI | ID_RG_RESI | ID_PAIS | DT_INVEST | ID_OCUPA_N | CLASSI_FIN | AT_ATIVIDA | AT_LAMINA | AT_SINTOMA | TPAUTOCTO | COUFINF | COPAISINF | COMUNINF | LOC_INF | DEXAME | RESULT | PMM | PCRUZ | TRA_ESQUEM | DSTRAESQUE | DTRATA | DT_ENCERRA | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | B54 | 2017-01-05 | 201701 | 2017 | 33 | 330455 | 3005992 | 2017-01-04 | 201701 | 1990-12-28 | 4026 | M | 6 | 1 | 08 | 33 | 330455 | 1 | NaT | 223605 | 2 | 10 | 1 | 1 | 0 | 2017-01-05 | 1 | NaN | None | NaT | |||||||||
| 1 | 2 | B54 | 2017-01-05 | 201701 | 2017 | 33 | 330455 | 7859341 | 2016-12-24 | 201651 | 1962-12-08 | 4054 | F | 5 | 1 | 08 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-01-05 | 1 | NaN | None | NaT | ||||||||||
| 2 | 2 | B54 | 2017-01-11 | 201702 | 2017 | 33 | 330455 | 2288338 | 2017-01-06 | 201701 | 1982-09-01 | 4034 | F | 5 | 9 | 08 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-01-11 | 1 | NaN | None | NaT | ||||||||||
| 3 | 2 | B54 | 2017-01-11 | 201702 | 2017 | 33 | 330455 | 2288338 | 2016-12-30 | 201652 | 1956-11-27 | 4060 | M | 6 | 4 | 08 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-01-11 | 1 | NaN | None | NaT | ||||||||||
| 4 | 2 | B54 | 2017-01-11 | 201702 | 2017 | 33 | 330455 | 2270277 | 2017-01-10 | 201702 | 1987-11-09 | 4029 | M | 6 | 4 | 05 | 33 | 330455 | 1 | NaT | 1 | 5 | 1 | 1 | 2 | 138 | 2017-01-11 | 4 | 310.0 | 3 | 99 | CLOROQ 3 DIAS PRIMAQ 14 DIAS | 2017-01-11 | NaT | ||||||
| 5 | 2 | B54 | 2017-01-12 | 201702 | 2017 | 33 | 330455 | 2288338 | 2017-01-12 | 201702 | 1974-11-01 | 4042 | M | 6 | 9 | 08 | 33 | 330455 | 1 | NaT | 215305 | 2 | 10 | 1 | 1 | 0 | 2017-01-12 | 1 | NaN | None | NaT | |||||||||
| 6 | 2 | B54 | 2017-01-13 | 201702 | 2017 | 33 | 330455 | 2288338 | 2016-12-23 | 201651 | 1966-03-25 | 4050 | M | 6 | 1 | 06 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-01-13 | 1 | NaN | None | NaT | ||||||||||
| 7 | 2 | B54 | 2017-01-13 | 201702 | 2017 | 33 | 330455 | 2288338 | 2017-01-08 | 201702 | 1969-10-18 | 4047 | M | 6 | 2 | 08 | 33 | 330455 | 1 | NaT | 1 | 10 | 1 | 1 | 2 | 177 | 2017-01-13 | 2 | 20000.0 | 5 | 12 | 2017-01-13 | NaT | |||||||
| 8 | 2 | B54 | 2017-01-14 | 201702 | 2017 | 33 | 330455 | 2288338 | 2017-01-13 | 201702 | 1969-04-22 | 4047 | M | 6 | 9 | 09 | 33 | 330450 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-01-14 | 1 | NaN | None | NaT | ||||||||||
| 9 | 2 | B54 | 2017-01-16 | 201703 | 2017 | 33 | 330455 | 2270277 | 2017-01-10 | 201702 | 1987-11-09 | 4029 | M | 6 | 4 | 05 | 33 | 330455 | 1 | NaT | 2 | 5 | 3 | 2 | 0 | 2017-01-16 | 1 | NaN | None | NaT |
Last rows
| TP_NOT | ID_AGRAVO | DT_NOTIFIC | SEM_NOT | NU_ANO | SG_UF_NOT | ID_MUNICIP | ID_REGIONA | ID_UNIDADE | DT_SIN_PRI | SEM_PRI | DT_NASC | NU_IDADE_N | CS_SEXO | CS_GESTANT | CS_RACA | CS_ESCOL_N | SG_UF | ID_MN_RESI | ID_RG_RESI | ID_PAIS | DT_INVEST | ID_OCUPA_N | CLASSI_FIN | AT_ATIVIDA | AT_LAMINA | AT_SINTOMA | TPAUTOCTO | COUFINF | COPAISINF | COMUNINF | LOC_INF | DEXAME | RESULT | PMM | PCRUZ | TRA_ESQUEM | DSTRAESQUE | DTRATA | DT_ENCERRA | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 244 | 2 | B54 | 2017-12-21 | 201751 | 2017 | 33 | 330340 | 2272784 | 2017-12-05 | 201749 | 1951-11-21 | 4066 | M | 6 | 1 | 09 | 33 | 330340 | 1 | NaT | 2 | 1 | 1 | 1 | 0 | 2017-12-21 | 1 | NaN | None | NaT | ||||||||||
| 245 | 2 | B54 | 2017-12-22 | 201751 | 2017 | 33 | 330455 | 2288338 | 2017-10-03 | 201740 | 1985-05-04 | 4032 | M | 6 | 4 | 08 | 33 | 330455 | 1 | NaT | 711405 | 1 | 5 | 1 | 1 | 2 | AP | 1 | 160053 | CUPI | 2017-12-22 | 4 | 2280.0 | 4 | 1 | 2017-12-23 | NaT | |||
| 246 | 2 | B54 | 2017-12-24 | 201752 | 2017 | 33 | 330455 | 2288338 | 2017-12-23 | 201751 | 1984-01-19 | 4033 | F | 5 | 4 | 06 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-12-24 | 1 | NaN | None | NaT | ||||||||||
| 247 | 2 | B54 | 2017-12-27 | 201752 | 2017 | 33 | 330455 | 2288338 | 2017-12-25 | 201752 | 1986-03-11 | 4031 | M | 6 | 9 | 09 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-12-27 | 1 | NaN | None | NaT | ||||||||||
| 248 | 2 | B54 | 2017-12-27 | 201752 | 2017 | 33 | 330455 | 2288338 | 2017-12-12 | 201750 | 2009-06-03 | 4008 | F | 6 | 9 | 09 | 33 | 330455 | 1 | NaT | 2 | 10 | 1 | 2 | 0 | 2017-12-27 | 1 | NaN | None | NaT | ||||||||||
| 249 | 2 | B54 | 2017-12-28 | 201752 | 2017 | 33 | 330455 | 3046281 | 2017-12-12 | 201750 | 1983-05-05 | 4034 | M | 6 | 1 | 06 | 33 | 330455 | 1 | NaT | 2 | 10 | 3 | 1 | 0 | 2017-12-28 | 1 | NaN | None | NaT | ||||||||||
| 250 | 2 | B54 | 2017-12-28 | 201752 | 2017 | 33 | 330455 | 2288338 | 2017-12-27 | 201752 | 1993-11-08 | 4024 | M | 6 | 9 | 09 | 33 | 330170 | 1 | NaT | 2 | 10 | 1 | 1 | 0 | 2017-12-28 | 1 | NaN | None | NaT | ||||||||||
| 251 | 2 | B54 | 2017-12-28 | 201752 | 2017 | 33 | 330455 | 5462886 | 2017-12-21 | 201751 | 1983-11-26 | 4034 | M | 6 | 1 | 08 | 33 | 330120 | 1 | NaT | 1 | 10 | 2 | 1 | 2 | 31 | MALA | 2017-12-28 | 2 | 43.0 | 1 | 99 | ARTEMETHER+LUM E PRIMAQ | 2017-12-28 | NaT | |||||
| 252 | 2 | B54 | 2017-12-29 | 201752 | 2017 | 33 | 330455 | 3005992 | 2017-12-28 | 201752 | 1949-04-20 | 4068 | M | 6 | 1 | 08 | 33 | 330455 | 1 | NaT | 999993 | 2 | 10 | 2 | 1 | 0 | 2017-12-29 | 1 | NaN | None | NaT | |||||||||
| 253 | 2 | B54 | 2017-12-31 | 201801 | 2017 | 33 | 330455 | 3005992 | 2017-12-31 | 201801 | 1983-06-08 | 4034 | F | 5 | 4 | 08 | 33 | 330455 | 1 | NaT | 221105 | 2 | 10 | 1 | 1 | 0 | 2017-12-31 | 1 | NaN | None | NaT |